Basic Statistics

Raw Counts

Name Value
Rows 100,000
Columns 100
Discrete columns 21
Continuous columns 79
All missing columns 0
Missing observations 157,757
Complete Rows 41,162
Total observations 10,000,000
Memory allocation 67.5 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## crclscod: 54 categories

QQ Plot

## Warning: Removed 36 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 36 rows containing non-finite values
## (`stat_qq_line()`).

## Warning: Removed 22 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 22 rows containing non-finite values
## (`stat_qq_line()`).

## Warning: Removed 119 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 119 rows containing non-finite values
## (`stat_qq_line()`).

## Warning: Removed 1260 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 1260 rows containing non-finite values
## (`stat_qq_line()`).

Correlation Analysis

## 1 features with more than 20 categories ignored!
## crclscod: 49 categories
## Warning in cor(x = structure(list(rev_Mean = c(23.9975, 55.23, 82.275, 38.0525,
## : the standard deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(rev_Mean = c(23.9975, 55.23, : The following features are dropped due to zero variance:
##  * infobase_M